A new study has debunked the claims of the Pearl blockchain's "Proof of Useful Work" (PoUW) mechanism, revealing it does not contribute to AI inference as advertised. Despite boasting significant computational power, the network's operations were found to consist of trivial arithmetic calculations, failing to produce any valuable AI output. The research highlights that this system has led to inflated GPU rental prices and diverted resources from genuine scientific research, exposing a practical gap between theoretical PoUW and its real-world application. AI
IMPACT Blockchain 'AI mining' schemes are diverting GPU resources from legitimate research, inflating costs and creating a false impression of utility.
RANK_REASON The cluster contains an academic paper analyzing a blockchain protocol. [lever_c_demoted from research: ic=1 ai=0.7]
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